Staff MLOps Engineer (AI/ML Platform)
Remote, Remote, Czechia
R
CZK 1384K-1715K (estimate) Senior-level Full Time
Tasks
- Audit ML training and serving pipeline
- Build batch scoring jobs
- Build model serving APIs
- Build shared AI ML platform
- Drive adoption of AI native development tooling
- Implement model monitoring and drift detection
- Implement training infrastructure on Databricks
- Integrate with Java Spring services
- Manage annotation workflows
- Mentor ML and infrastructure engineers
- Optimize ML cost and performance
- Oversee ML lifecycle
- Own data ingestion and feature processing
- Set up observability dashboards and alerts
- Use Unity Catalog for lineage and reproducibility
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | AWS EKS | Apache Spark | Batch Processing | Data Drift | Data Lineage | Databricks | Experiment tracking | Feature Store | Grafana | Java | Kubernetes | Low Latency | Low Latency APIs | MLOps | Machine Learning | Machine learning monitoring | Model Drift | Model Registry | Model Serving | Prometheus | Python | Scala | Terraform | Unity Catalog
Education
N/A
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